Curriculum Vitae

Zengyi Wo

Joint Ph.D. Student at Nanjing University & CASIA · PRLab

wozengyi1999@tju.edu.cn https://wozengyi.github.io GitHub Google Scholar

Research Focus

Joint Ph.D. student at Nanjing University and the Institute of Automation, Chinese Academy of Sciences (CASIA), affiliated with PRLab and focusing on VLM agents, post-training, and Embodied AI.

VLM Agents Post-training Embodied AI

Education

2026 -

Nanjing University, Pattern Recognition Laboratory (PRLab) & Institute of Automation, CASIA

Joint Ph.D. Student, VLM Agents, Post-training, Embodied AI

Nanjing, China

  • Advisors: Prof. Chenyang Si and Prof. Liang Wang
2022 - 2025

Tianjin University

M.S., Computer Science

Tianjin, China

2018 - 2022

Zhengzhou University

B.S.

Zhengzhou, China

Experience

2025 - Present

Baidu

Algorithm Engineer

Multimodal large language model post-training for mathematical and visual reasoning.

SFT RLHF RLVR OPD Reasoning alignment
2025

Duxiaoman Finance

Research Intern

Applied intelligent systems.

Applied AI systems

Selected Publications

arXiv 2026

Unsupervised Graph Representation Learning with Complementary View Alignment

Preprint.

SIGIR 2026

Learning Noise-Resilient and Transferable Graph-Text Alignment via Dynamic Quality Assessment

Oral Presentation.

AAAI 2026

LLMTM: Benchmarking and Optimizing LLMs for Temporal Motif Analysis in Dynamic Graphs

Oral Presentation.

KDD 2025

Local Homophily-Aware Graph Neural Network with Adaptive Polynomial Filters for Scalable Graph Anomaly Detection

Oral Presentation.

DASFAA 2025

Mining Denoising Complementarity and Consistent Consensus for Unsupervised Multi-view Graph Clustering

IJCAI 2025

Leveraging Personalized PageRank and Higher-Order Topological Structures for Heterophily Mitigation in Graph Neural Networks

Equal contribution.

WWW 2024

Graph Contrastive Learning via Interventional View Generation

Oral Presentation.

Honors

  • AAAI 2026 Oral Presentation 2026
  • KDD 2025 Oral Presentation 2025
  • WWW 2024 Oral Presentation 2024
  • National Scholarship for Graduate Students 2021

Skills

Research
VLM Agents Post-training Embodied AI Graph Machine Learning
LLM Post-training
SFT RLHF RLVR OPD Reasoning Alignment